Symmetry-Enriched Learning: A Category-Theoretic Framework for Robust Machine Learning Models

18 September 2024

Ronald Katende

Papers citing "Symmetry-Enriched Learning: A Category-Theoretic Framework for Robust Machine Learning Models"

4 / 4 papers shown

Title
Category Theory in Machine Learning Dan Shiebler Bruno Gavranović Paul W. Wilson 60 31 0 13 Jun 2021
Geometric Deep Learning: Grids, Groups, Graphs, Geodesics, and Gauges M. Bronstein Joan Bruna Taco S. Cohen Petar Velivcković GNN 362 1,163 0 27 Apr 2021
Neural Message Passing for Quantum Chemistry Justin Gilmer S. Schoenholz Patrick F. Riley Oriol Vinyals George E. Dahl 598 7,496 0 04 Apr 2017
Group Equivariant Convolutional Networks Taco S. Cohen Max Welling BDL 176 1,946 0 24 Feb 2016